Zen and the Art of Baseball

What's Good Pham?

Chris Kam

Contract History | Monte Carlo Simulation

Randomly Generated Standings

Matchup winning percentages aggregated across 75,000 randomly generated schedules.

What does this graph mean?

Team (click to toggle matchups)	W-L-T	%
Yahoo	162-136-10	.542
Best	202-94-12	.675
Worst	123-166-19	.430
Average	160-130-15	.549

Week 1	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	76	118	28	76	.368	.871	7	6	103	3.61	2.51	.305	8	5
Fear The Beard 7-6-1	55	100	17	56	.320	.739	-3	6	111	2.94	3.36	.263	9	10

Week 2	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	47	75	16	49	.331	.795	5	2	74	4.06	4.63	.287	5	3
Winker?! I Barely... 5-9-0	44	71	15	46	.351	.845	4	6	98	3.84	6.53	.277	6	5

Week 3	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	36	80	15	40	.326	.775	6	4	63	5.58	2.52	.369	4	3
All-In On Albies 3-11-0	48	66	20	47	.324	.838	4	5	76	3.82	3.62	.290	5	5

Week 4	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	40	65	10	36	.350	.778	5	7	84	2.73	3.11	.299	6	5
Archer?! I Barely... 12-0-2	35	65	8	25	.346	.774	0	2	54	5.27	2.16	.342	4	5

Week 5	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	40	66	9	28	.312	.731	2	8	86	2.61	3.74	.262	7	3
Perennial Flowerhaus 7-7-0	37	74	12	42	.338	.820	3	2	60	3.36	3.16	.287	4	7

Week 6	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	29	65	9	41	.311	.717	1	7	93	4.08	3.72	.301	7	2
Juan Way Or Another 4-9-1	34	70	9	34	.347	.785	3	3	42	2.38	4.67	.249	4	3

Week 7	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	36	70	12	29	.340	.791	-3	3	64	4.50	2.67	.344	3	2
The Crab Cookers 5-9-0	38	58	13	36	.316	.738	6	4	58	1.82	2.52	.298	4	4

Week 8	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	46	75	19	43	.337	.853	0	9	83	2.99	4.37	.289	8	0
Haniger?! I Barely.. 8-6-0	51	76	16	38	.342	.856	4	3	54	5.77	3.18	.349	3	3

Week 9	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	42	76	10	34	.352	.804	4	6	83	2.89	5.19	.252	7	6
Kluber?! I Barely... 12-2-0	29	71	11	37	.306	.684	-1	4	60	4.76	2.86	.321	5	3

Week 10	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	42	72	12	37	.321	.749	2	3	77	3.80	3.35	.293	5	4
The Reapers 9-5-0	37	64	16	48	.298	.752	3	4	49	4.99	2.72	.316	4	2

Week 11	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	64	100	14	53	.374	.907	3	4	63	6.41	3.32	.346	3	1
The Green Muensters 5-9-0	39	73	16	57	.329	.783	4	5	71	3.30	3.94	.259	7	0

Week 12	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	56	90	16	54	.364	.899	5	5	66	2.36	2.00	.305	8	4
Fear The Beard 8-5-1	40	77	10	38	.339	.806	8	5	104	3.49	3.35	.270	6	7

Week 13	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	44	75	17	42	.335	.857	5	8	77	4.75	2.66	.331	6	3
Winker?! I Barely... 10-3-1	36	75	10	52	.323	.753	1	4	86	6.10	5.06	.343	3	2

Week 14	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	46	69	13	32	.309	.756	3	4	63	3.46	2.63	.329	5	0
All-In On Albies 7-7-0	40	64	15	40	.308	.773	1	6	78	4.98	3.90	.347	3	5

Week 15	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	62	116	22	79	.313	.761	13	8	116	3.90	2.90	.293	8	12
Archer?! I Barely... 9-5-0	57	86	14	40	.329	.779	5	2	87	3.22	5.80	.257	6	9

Week 16	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	42	76	17	46	.329	.828	2	6	74	4.11	2.64	.297	8	2
Perennial Flowerhaus 11-3-0	37	61	7	28	.304	.662	0	1	77	6.83	4.53	.348	1	6

Week 17	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	41	62	12	34	.326	.791	4	6	53	5.26	2.94	.323	2	0
Juan Way Or Another 7-7-0	28	61	10	30	.345	.785	-3	5	65	1.71	5.42	.232	4	3

Week 18	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	48	73	17	49	.329	.831	8	5	63	4.20	3.32	.307	4	1
The Crab Cookers 7-6-1	45	75	17	38	.347	.867	1	3	51	4.22	3.64	.315	5	2

Week 19	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	49	78	18	44	.372	.957	2	2	56	5.83	2.55	.363	1	2
Haniger?! I Barely.. 8-6-0	37	61	10	34	.340	.795	0	3	77	2.90	4.05	.278	4	1

Week 20	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	33	62	12	35	.298	.720	6	6	72	5.22	2.25	.337	6	2
Kluber?! I Barely... 7-6-1	34	58	8	31	.305	.675	2	4	69	4.27	3.00	.302	6	9

Week 21	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	37	58	8	22	.303	.701	4	4	70	2.67	4.67	.279	3	5
The Reapers 5-7-2	54	76	18	40	.338	.860	5	4	57	4.50	2.85	.310	3	2

Week 22	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	31	77	9	43	.361	.823	6	5	85	4.27	4.72	.291	4	2
The Green Muensters 6-8-0	33	60	12	36	.331	.748	2	10	94	1.16	4.95	.229	11	0

Week 1	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	76	118	28	76	.368	.871	7	6	103	3.61	2.51	.305	8	5
All-In On Albies 8-5-1	57	111	18	63	.360	.811	2	8	88	3.00	2.75	.281	8	7

Week 2	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	47	75	16	49	.331	.795	5	2	74	4.06	4.63	.287	5	3
The Green Muensters 12-1-1	27	49	11	31	.293	.680	0	5	71	5.62	4.18	.310	5	0

Week 3	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	36	80	15	40	.326	.775	6	4	63	5.58	2.52	.369	4	3
Archer?! I Barely... 9-5-0	41	76	8	38	.342	.769	8	2	41	4.43	1.71	.364	2	2

Week 4	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	40	65	10	36	.350	.778	5	7	84	2.73	3.11	.299	6	5
Haniger?! I Barely.. 13-1-0	34	59	7	41	.341	.754	4	3	74	5.78	2.85	.327	2	4

Week 5	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	40	66	9	28	.312	.731	2	8	86	2.61	3.74	.262	7	3
Fear The Beard 13-1-0	30	55	6	27	.302	.639	-1	2	59	3.64	3.28	.289	4	6

Week 6	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	29	65	9	41	.311	.717	1	7	93	4.08	3.72	.301	7	2
The Reapers 7-6-1	40	67	11	35	.320	.707	1	4	37	1.69	3.36	.226	5	0

Week 7	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	36	70	12	29	.340	.791	-3	3	64	4.50	2.67	.344	3	2
Kluber?! I Barely... 7-5-2	35	68	11	37	.318	.730	3	4	38	2.78	2.38	.283	3	2

Week 8	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	46	75	19	43	.337	.853	0	9	83	2.99	4.37	.289	8	0
Perennial Flowerhaus 9-5-0	44	80	11	40	.324	.777	2	3	59	5.51	5.90	.282	4	3

Week 9	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	42	76	10	34	.352	.804	4	6	83	2.89	5.19	.252	7	6
Juan Way Or Another 13-1-0	40	57	13	32	.317	.781	3	2	51	3.76	2.22	.325	5	5

Week 10	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	42	72	12	37	.321	.749	2	3	77	3.80	3.35	.293	5	4
Winker?! I Barely... 11-1-2	34	65	9	29	.315	.741	-2	3	61	5.88	5.55	.323	5	1

Week 11	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	64	100	14	53	.374	.907	3	4	63	6.41	3.32	.346	3	1
The Crab Cookers 13-1-0	45	75	11	37	.331	.788	5	1*	31*	5.29*	2.07*	.315*	1*	4*

Week 12	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	56	90	16	54	.364	.899	5	5	66	2.36	2.00	.305	8	4
All-In On Albies 12-2-0	51	78	13	39	.341	.748	2	2	44	3.49	2.10	.330	3	6

Week 13	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	44	75	17	42	.335	.857	5	8	77	4.75	2.66	.331	6	3
The Green Muensters 8-6-0	55	72	14	35	.356	.832	-1	6	78	3.97	3.71	.306	5	0

Week 14	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	46	69	13	32	.309	.756	3	4	63	3.46	2.63	.329	5	0
Archer?! I Barely... 8-5-1	40	62	6	28	.345	.764	9	4	44	3.80	2.59	.318	2	7

Week 15	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	62	116	22	79	.313	.761	13	8	116	3.90	2.90	.293	8	12
Haniger?! I Barely.. 8-5-1	60	95	19	36	.359	.866	0	4	102	2.30	4.64	.263	8	6

Week 16	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	42	76	17	46	.329	.828	2	6	74	4.11	2.64	.297	8	2
Fear The Beard 5-9-0	45	88	20	65	.366	.971	-2	4	65	3.47	3.25	.326	4	3

Week 17	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	41	62	12	34	.326	.791	4	6	53	5.26	2.94	.323	2	0
The Reapers 7-7-0	45	70	19	49	.304	.776	1	2	38	6.02	3.45	.357	3	2

Week 18	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	48	73	17	49	.329	.831	8	5	63	4.20	3.32	.307	4	1
Kluber?! I Barely... 8-5-1	48	71	15	37	.369	.876	4	1	51	5.05	3.64	.306	3	3

Week 19	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	49	78	18	44	.372	.957	2	2	56	5.83	2.55	.363	1	2
Perennial Flowerhaus 7-6-1	50	79	14	45	.367	.888	2	6	63	5.87	2.25	.371	5	0

Week 20	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	33	62	12	35	.298	.720	6	6	72	5.22	2.25	.337	6	2
Juan Way Or Another 7-6-1	44	59	7	28	.348	.777	1	2	59	2.41	4.54	.241	5	2

Week 21	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	37	58	8	22	.303	.701	4	4	70	2.67	4.67	.279	3	5
Winker?! I Barely... 7-7-0	55	93	18	66	.359	.910	-1	6	58	6.13	4.14	.323	1	3

Week 22	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	31	77	9	43	.361	.823	6	5	85	4.27	4.72	.291	4	2
The Crab Cookers 10-4-0	38	67	12	41	.334	.790	2	3	56	4.07	4.31	.310	3	7

Week 1	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	76	118	28	76	.368	.871	7	6	103	3.61	2.51	.305	8	5
Fear The Beard 7-6-1	55	100	17	56	.320	.739	-3	6	111	2.94	3.36	.263	9	10

Week 2	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	47	75	16	49	.331	.795	5	2	74	4.06	4.63	.287	5	3
Kluber?! I Barely... 6-6-2	42	65	14	44	.344	.850	5	5	56	2.85	3.29	.275	5	9

Week 3	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	36	80	15	40	.326	.775	6	4	63	5.58	2.52	.369	4	3
Winker?! I Barely... 4-10-0	47	75	24	46	.356	.943	5	5	62	2.74	4.13	.246	5	2

Week 4	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	40	65	10	36	.350	.778	5	7	84	2.73	3.11	.299	6	5
The Green Muensters 7-6-1	45	72	15	46	.328	.804	1	6	101	4.00	2.66	.305	6	0

Week 5	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	40	66	9	28	.312	.731	2	8	86	2.61	3.74	.262	7	3
The Crab Cookers 6-7-1	45	80	10	54	.320	.771	5	2	46	4.66	2.00	.329	1	3

Week 6	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	29	65	9	41	.311	.717	1	7	93	4.08	3.72	.301	7	2
All-In On Albies 6-8-0	52	73	16	40	.358	.860	2	0	69	4.45	4.06	.313	4	3

Week 7	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	36	70	12	29	.340	.791	-3	3	64	4.50	2.67	.344	3	2
Juan Way Or Another 3-11-0	38	64	10	38	.347	.820	1	4	52	3.97	3.47	.314	4	3

Week 8	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	46	75	19	43	.337	.853	0	9	83	2.99	4.37	.289	8	0
Haniger?! I Barely.. 8-6-0	51	76	16	38	.342	.856	4	3	54	5.77	3.18	.349	3	3

Week 9	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	42	76	10	34	.352	.804	4	6	83	2.89	5.19	.252	7	6
Perennial Flowerhaus 4-8-2	47	97	8	33	.365	.850	5	6	87	2.66	5.44	.261	5	6

Week 10	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	42	72	12	37	.321	.749	2	3	77	3.80	3.35	.293	5	4
Archer?! I Barely... 6-7-1	43	81	14	40	.350	.861	-2	3	39	4.29	2.05	.348	3	6

Week 11	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	64	100	14	53	.374	.907	3	4	63	6.41	3.32	.346	3	1
The Reapers 3-10-1	66	100	23	57	.422	1.055	0	3	56	4.69	4.00	.315	4	2

Week 12	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	56	90	16	54	.364	.899	5	5	66	2.36	2.00	.305	8	4
Fear The Beard 8-5-1	40	77	10	38	.339	.806	8	5	104	3.49	3.35	.270	6	7

Week 13	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	44	75	17	42	.335	.857	5	8	77	4.75	2.66	.331	6	3
Kluber?! I Barely... 3-9-2	49	76	18	43	.336	.874	5	4	40	2.27	5.71	.287	3	3

Week 14	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	46	69	13	32	.309	.756	3	4	63	3.46	2.63	.329	5	0
Winker?! I Barely... 3-9-2	44	85	13	51	.359	.875	4	4	80	5.16	5.00	.306	3	5

Week 15	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	62	116	22	79	.313	.761	13	8	116	3.90	2.90	.293	8	12
The Green Muensters 9-5-0	44	102	15	60	.327	.756	2	7	179	3.70	3.31	.303	13	0

Week 16	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	42	76	17	46	.329	.828	2	6	74	4.11	2.64	.297	8	2
The Crab Cookers 7-7-0	50	84	12	43	.335	.829	7	2	63	3.49	4.85	.298	6	1

Week 17	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	41	62	12	34	.326	.791	4	6	53	5.26	2.94	.323	2	0
All-In On Albies 5-9-0	35	70	13	45	.351	.859	2	4	43	4.59	3.31	.332	3	4

Week 18	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	48	73	17	49	.329	.831	8	5	63	4.20	3.32	.307	4	1
Juan Way Or Another 4-9-1	51	72	18	50	.416	1.057	5	2	64	4.17	3.37	.353	4	5

Week 19	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	49	78	18	44	.372	.957	2	2	56	5.83	2.55	.363	1	2
Haniger?! I Barely.. 8-6-0	37	61	10	34	.340	.795	0	3	77	2.90	4.05	.278	4	1

Week 20	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	33	62	12	35	.298	.720	6	6	72	5.22	2.25	.337	6	2
Perennial Flowerhaus 4-10-0	36	78	13	54	.334	.793	2	4	54	2.96	4.15	.256	4	3

Week 21	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	37	58	8	22	.303	.701	4	4	70	2.67	4.67	.279	3	5
Archer?! I Barely... 7-6-1	31	76	9	34	.363	.875	2	4	57	2.96	4.38	.270	2	4

Week 22	R	H	HR	RBI	OBP	OPS	NSB	W	K	ERA	K/BB	OBPA	QS	NSVH
What's Good Pham?	31	77	9	43	.361	.823	6	5	85	4.27	4.72	.291	4	2
The Reapers 5-6-3	57	87	23	66	.378	.982	4	5	57	5.21	2.71	.332	4	2